Yousif A. Saadoon

LungMix-EMA: A Deep Learning Framework with Anatomy-Aware Augmentation for Pneumonia Detection in Chest X-Rays

The deep learning models which detect pneumonia through chest X-ray analysis show exceptional ability to differentiate between medical conditions yet the models experience problems with shortcut learning and their probability outputs lack accurate calibration. This study presents LungMix-EMA as an enhancement of anatom...